Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International ConferenceElectroencephalographyHumansEpilepsyDeep LearningSignal Processing
Towards Automated EEG-Based Epilepsy Detection Using Deep Convolutional Autoencoders.
Annika Stiehl, Nicolas Weeger, Christian Uhl, Dominic Bechtold, Nicole Ille, Stefan Geiselsoder
Published: 202510.1109/EMBC58623.2025.11254465
Abstract
Epilepsy is one of the most common neurological disorders. This disease requires reliable and efficient seizure detection methods. Electroencephalography (EEG) is the gold standard for seizure monitoring, but its manual analysis is a time-consuming t…
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